…133)

…ding window support. (#133)

…165)

…ainer` to override the method. (#165)

…Trainer` implementation. (#165)

# Conflicts:
#	mipcandy/training.py

…updated `get_batch_size()` handling across trainers. (#133)

…onTrainer` to optimize loss computation and simplify overrides. (#133)

…UNetTrainer` and added `DiceBCELossWithLogits` as the loss criterion. (#133)

…ted `num_classes` in `UNetTrainer` to 5. (#133)

…resize256`, `roi`) and introduced `UNetSlidingTrainer` for sliding window training. (#133)

…ction naming. (#133)

…ndow` to `validate_case`. (#133)

…ctions, as it was unused and redundant.

…elper function for improved clarity and reusability.

…or improved consistency and clarity.

…` with `set_transform` methods for improved clarity and consistency.

…ataset()` for improved consistency and flexibility.

…d imports.

…zer; refactored dataset transform handling with `set_transform`.

…duler, and criterion state into a single file for improved clarity and efficiency.

…data transfer efficiency to GPU.

…ine recovery and resume workflows.

…er compatibility with `dataclasses`.

…int` for improved clarity and consistency.

…iling models for improved consistency.

… ensure uniform class selection probability.

…s, improving type checks, and refining downsampling logic.

…on preset for type consistency.

…r type consistency.

…nce and adjusted `load` logic to handle preloaded data.

…d updated preload invocation to ensure correct folder usage.

… for better debugging of invalid input types.

…`is_label` flag for improved handling of labeled data.

… handling of label-specific visualizations and colormaps.

…dling of labeled data

… redundant conditions.

… and reorder condition handling in `visualize3d`.

…ors for broader label visualization support.

…em__` methods for improved clarity and maintainability.

… grouping of colors.